What is the correlation between happiness and a well-run country?
Indicators: economic growth, development, inequality, democracy and corruption Period: Most recent year with recorded data (2023)
Page 1: Happiness [text box: what is happiness and how it is scored] [map of the world, colored by happiness score] [table of top 5 and bottom 5 countries]
Page 2: Happiness x Economy [text box of intro] [scatter plot of happiness x GDP/capita in 2023] [bar plot of GDP/capita of top 5 and bottom 5 happiness countries in 2023 - not always correlated so we can investigate further] [text box of summary]
Page 3: Happiness x Society [text box of intro] [scatter plot of happiness x inequality scores in 2023] [scatter plot of happiness x development] [text box of summary]
Page 4: Happiness x Politics [text box of intro] [scatter plot of happiness x corruption score] [text box of summary]
hapiscore_whr.csv (2023) description: This is the national average response to the question of life evaluations asking the following “Please imagine a ladder, with steps numbered from 0 at the bottom to 10 at the top. The top of the ladder represents the best possible life for you and the bottom of the ladder represents the worst possible life for you. On which step of the ladder would you say you personally feel you stand at this time?” This measure is also referred to as Cantril life ladder. Gapminder has converted this indicator’s scale from 0 to 100 to easly communicate it in terms of percentage.
gdppercapita_us_inflation_adjusted.csv (2024) description: GDP per capita is gross domestic product divided by midyear population. GDP is the sum of gross value added by all resident producers in the economy plus any product taxes and minus any subsidies not included in the value of the products. It is calculated without making deductions for depreciation of fabricated assets or for depletion and degradation of natural resources. Data are in constant 2010 U.S. dollars.
hdi_human_development_index.csv (2023) description: Human Development Index is an index used to rank countries by level of “human development”. It contains three dimensions: health level, educational level and living standard.
gini.csv (2050) description: Gini shows income inequality in a society. A higher number means more inequality.
corruption_perception_index_cpi.csv (2023) description: This index ranks countries/territories based on how corrupt their public sector is perceived to be. The Corruption Perception Index by TI is the most widely used indicator of corruption worldwide. It’s scaled on a range of 0 to 100, where 0 is highly corrupt and 100 is very clean.
| country | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | NaN | NaN | NaN | 37.2 | 44.0 | 47.6 | 38.3 | 37.8 | 35.7 | 31.3 | 39.8 | 42.2 | 26.6 | 26.9 | 23.8 | NaN | 24.4 | 12.8 | 14.5 |
| 1 | Angola | NaN | NaN | NaN | NaN | NaN | NaN | 55.9 | 43.6 | 39.4 | 38.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | Albania | NaN | NaN | 46.3 | NaN | 54.9 | 52.7 | 58.7 | 55.1 | 45.5 | 48.1 | 46.1 | 45.1 | 46.4 | 50.0 | 50.0 | 53.6 | 52.5 | 52.1 | 54.5 |
| 3 | UAE | NaN | 67.3 | NaN | NaN | 68.7 | 71.0 | 71.2 | 72.2 | 66.2 | 65.4 | 65.7 | 68.3 | 70.4 | 66.0 | 67.1 | 64.6 | 67.3 | 67.4 | 67.3 |
| 4 | Argentina | NaN | 63.1 | 60.7 | 59.6 | 64.2 | 64.4 | 67.8 | 64.7 | 65.8 | 66.7 | 67.0 | 64.3 | 60.4 | 57.9 | 60.9 | 59.0 | 59.1 | 62.6 | 63.9 |
| country | 1960 | 1961 | 1962 | 1963 | 1964 | 1965 | 1966 | 1967 | 1968 | ... | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Aruba | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 27.5k | 27.7k | 29.7k | 30.3k | 29.6k | 21.9k | 27.5k | 29.9k | 31.2k | NaN |
| 1 | Afghanistan | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 566 | 564 | 563 | 553 | 558 | 528 | 409 | 378 | 378 | NaN |
| 2 | Angola | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 3210 | 3020 | 2910 | 2780 | 2660 | 2430 | 2390 | 2380 | 2330 | 2360 |
| 3 | Albania | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 3980 | 4140 | 4280 | 4450 | 4560 | 4440 | 4880 | 5180 | 5440 | 5730 |
| 4 | Andorra | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 38.7k | 40.1k | 39.4k | 39.2k | 39.3k | 34.5k | 36.9k | 39.8k | 40.2k | 41k |
5 rows × 66 columns
| country | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | ... | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | 0.285 | 0.291 | 0.301 | 0.311 | 0.305 | 0.329 | 0.334 | 0.338 | 0.338 | ... | 0.497 | 0.496 | 0.495 | 0.496 | 0.498 | 0.507 | 0.501 | 0.486 | 0.495 | 0.496 |
| 1 | Angola | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.577 | 0.603 | 0.609 | 0.610 | 0.611 | 0.611 | 0.610 | 0.609 | 0.615 | 0.616 |
| 2 | Albania | 0.654 | 0.638 | 0.622 | 0.624 | 0.629 | 0.638 | 0.647 | 0.645 | 0.659 | ... | 0.797 | 0.797 | 0.797 | 0.798 | 0.801 | 0.805 | 0.794 | 0.794 | 0.806 | 0.810 |
| 3 | Andorra | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.866 | 0.869 | 0.872 | 0.873 | 0.875 | 0.876 | 0.851 | 0.871 | 0.893 | 0.913 |
| 4 | UAE | 0.713 | 0.724 | 0.729 | 0.736 | 0.742 | 0.747 | 0.753 | 0.761 | 0.770 | ... | 0.853 | 0.857 | 0.861 | 0.884 | 0.901 | 0.915 | 0.909 | 0.903 | 0.921 | 0.940 |
5 rows × 35 columns
| country | 1800 | 1801 | 1802 | 1803 | 1804 | 1805 | 1806 | 1807 | 1808 | ... | 2041 | 2042 | 2043 | 2044 | 2045 | 2046 | 2047 | 2048 | 2049 | 2050 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | 30.5 | 30.5 | 30.5 | 30.5 | 30.5 | 30.5 | 30.5 | 30.5 | 30.5 | ... | 38.2 | 38.2 | 38.2 | 38.2 | 38.2 | 38.2 | 38.2 | 38.2 | 38.2 | 38.2 |
| 1 | Angola | 57.7 | 57.7 | 57.7 | 57.7 | 57.7 | 57.7 | 57.7 | 57.7 | 57.7 | ... | 52.0 | 52.0 | 52.0 | 52.0 | 52.0 | 52.0 | 52.0 | 52.0 | 52.0 | 52.0 |
| 2 | Albania | 39.9 | 39.9 | 39.9 | 39.9 | 39.9 | 39.9 | 39.9 | 39.9 | 39.9 | ... | 33.7 | 33.7 | 33.7 | 33.7 | 33.7 | 33.7 | 33.7 | 33.7 | 33.7 | 33.7 |
| 3 | Andorra | 42.5 | 42.5 | 42.5 | 42.5 | 42.5 | 42.5 | 42.5 | 42.5 | 42.5 | ... | 35.0 | 35.0 | 35.0 | 35.0 | 35.0 | 35.0 | 35.0 | 35.0 | 35.0 | 35.0 |
| 4 | UAE | 39.8 | 39.8 | 39.8 | 39.8 | 39.8 | 39.8 | 39.8 | 39.7 | 39.7 | ... | 25.9 | 25.9 | 25.9 | 25.9 | 25.9 | 25.9 | 25.9 | 25.9 | 25.9 | 25.9 |
5 rows × 252 columns
| country | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | 8.0 | 8.0 | 12.0 | 11.0 | 15.0 | 15.0 | 16.0 | 16.0 | 19.0 | 16.0 | 24.0 | 20.0 |
| 1 | Angola | 22.0 | 23.0 | 19.0 | 15.0 | 18.0 | 19.0 | 19.0 | 26.0 | 27.0 | 29.0 | 33.0 | 33.0 |
| 2 | Albania | 33.0 | 31.0 | 33.0 | 36.0 | 39.0 | 38.0 | 36.0 | 35.0 | 36.0 | 35.0 | 36.0 | 37.0 |
| 3 | UAE | 68.0 | 69.0 | 70.0 | 70.0 | 66.0 | 71.0 | 70.0 | 71.0 | 71.0 | 69.0 | 67.0 | 68.0 |
| 4 | Argentina | 35.0 | 34.0 | 34.0 | 32.0 | 36.0 | 39.0 | 40.0 | 45.0 | 42.0 | 38.0 | 38.0 | 37.0 |
| country | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | ... | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | country_code | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | NaN | NaN | NaN | 37.2 | 44.0 | 47.6 | 38.3 | 37.8 | 35.7 | ... | 39.8 | 42.2 | 26.6 | 26.9 | 23.8 | NaN | 24.4 | 12.8 | 14.5 | AFG |
| 1 | Angola | NaN | NaN | NaN | NaN | NaN | NaN | 55.9 | 43.6 | 39.4 | ... | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | AGO |
| 2 | Albania | NaN | NaN | 46.3 | NaN | 54.9 | 52.7 | 58.7 | 55.1 | 45.5 | ... | 46.1 | 45.1 | 46.4 | 50.0 | 50.0 | 53.6 | 52.5 | 52.1 | 54.5 | ALB |
| 3 | UAE | NaN | 67.3 | NaN | NaN | 68.7 | 71.0 | 71.2 | 72.2 | 66.2 | ... | 65.7 | 68.3 | 70.4 | 66.0 | 67.1 | 64.6 | 67.3 | 67.4 | 67.3 | ARE |
| 4 | Argentina | NaN | 63.1 | 60.7 | 59.6 | 64.2 | 64.4 | 67.8 | 64.7 | 65.8 | ... | 67.0 | 64.3 | 60.4 | 57.9 | 60.9 | 59.0 | 59.1 | 62.6 | 63.9 | ARG |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 159 | Vietnam | NaN | 52.9 | 54.2 | 54.8 | 53.0 | 53.0 | 57.7 | 55.4 | 50.2 | ... | 50.8 | 50.6 | 51.8 | 53.0 | 54.7 | 54.6 | 55.4 | 62.7 | 63.3 | VNM |
| 160 | Yemen | NaN | NaN | 44.8 | NaN | 48.1 | 43.5 | 37.5 | 40.6 | 42.2 | ... | 29.8 | 38.3 | 32.5 | 30.6 | 42.0 | NaN | NaN | 35.9 | 35.3 | YEM |
| 161 | South Africa | NaN | 50.8 | 52.0 | 53.5 | 52.2 | 46.5 | 49.3 | 51.3 | 36.6 | ... | 48.9 | 47.7 | 45.1 | 48.8 | 50.4 | 49.5 | 56.0 | 55.8 | 50.8 | ZAF |
| 162 | Zambia | NaN | 48.2 | 40.0 | 47.3 | 52.6 | NaN | 50.0 | 50.1 | 52.4 | ... | 48.4 | 43.5 | 39.3 | 40.4 | 33.1 | 48.4 | 30.8 | 37.3 | 36.9 | ZMB |
| 163 | Zimbabwe | NaN | 38.3 | 32.8 | 31.7 | 40.6 | 46.8 | 48.5 | 49.5 | 46.9 | ... | 37.0 | 37.4 | 36.4 | 36.2 | 26.9 | 31.6 | 31.6 | 33.0 | 35.7 | ZWE |
164 rows × 21 columns
Countries with missing ISO3 codes:
[]
| country | 1960 | 1961 | 1962 | 1963 | 1964 | 1965 | 1966 | 1967 | 1968 | ... | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | country_code | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Aruba | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 27.7k | 29.7k | 30.3k | 29.6k | 21.9k | 27.5k | 29.9k | 31.2k | NaN | ABW |
| 1 | Afghanistan | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 564 | 563 | 553 | 558 | 528 | 409 | 378 | 378 | NaN | AFG |
| 2 | Angola | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 3020 | 2910 | 2780 | 2660 | 2430 | 2390 | 2380 | 2330 | 2360 | AGO |
| 3 | Albania | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 4140 | 4280 | 4450 | 4560 | 4440 | 4880 | 5180 | 5440 | 5730 | ALB |
| 4 | Andorra | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 40.1k | 39.4k | 39.2k | 39.3k | 34.5k | 36.9k | 39.8k | 40.2k | 41k | AND |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 205 | Samoa | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 4370 | 4390 | 4320 | 4470 | 4280 | 3950 | 3710 | 4030 | 4380 | WSM |
| 206 | Yemen | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 1200 | 1100 | 1080 | 1070 | 951 | 916 | 904 | 859 | 821 | YEM |
| 207 | South Africa | 3990 | 4030 | 4160 | 4330 | 4530 | 4660 | 4720 | 4910 | 4950 | ... | 6100 | 6130 | 6120 | 6030 | 5570 | 5760 | 5780 | 5750 | 5710 | ZAF |
| 208 | Zambia | 1190 | 1170 | 1100 | 1100 | 1200 | 1360 | 1240 | 1300 | 1270 | ... | 1300 | 1310 | 1320 | 1300 | 1230 | 1270 | 1300 | 1330 | 1350 | ZMB |
| 209 | Zimbabwe | 1140 | 1180 | 1160 | 1190 | 1140 | 1160 | 1140 | 1200 | 1180 | ... | 1380 | 1420 | 1470 | 1360 | 1230 | 1310 | 1370 | 1420 | 1420 | ZWE |
210 rows × 67 columns
Countries with missing ISO3 codes:
[]
| country | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | ... | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | country_code | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | 0.285 | 0.291 | 0.301 | 0.311 | 0.305 | 0.329 | 0.334 | 0.338 | 0.338 | ... | 0.496 | 0.495 | 0.496 | 0.498 | 0.507 | 0.501 | 0.486 | 0.495 | 0.496 | AFG |
| 1 | Angola | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.603 | 0.609 | 0.610 | 0.611 | 0.611 | 0.610 | 0.609 | 0.615 | 0.616 | AGO |
| 2 | Albania | 0.654 | 0.638 | 0.622 | 0.624 | 0.629 | 0.638 | 0.647 | 0.645 | 0.659 | ... | 0.797 | 0.797 | 0.798 | 0.801 | 0.805 | 0.794 | 0.794 | 0.806 | 0.810 | ALB |
| 3 | Andorra | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | ... | 0.869 | 0.872 | 0.873 | 0.875 | 0.876 | 0.851 | 0.871 | 0.893 | 0.913 | AND |
| 4 | UAE | 0.713 | 0.724 | 0.729 | 0.736 | 0.742 | 0.747 | 0.753 | 0.761 | 0.770 | ... | 0.857 | 0.861 | 0.884 | 0.901 | 0.915 | 0.909 | 0.903 | 0.921 | 0.940 | UAE |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 188 | Samoa | NaN | NaN | NaN | NaN | NaN | 0.655 | 0.663 | 0.665 | 0.669 | ... | 0.708 | 0.712 | 0.712 | 0.711 | 0.708 | 0.708 | 0.706 | 0.703 | 0.708 | WSM |
| 189 | Yemen | 0.359 | 0.364 | 0.370 | 0.377 | 0.382 | 0.393 | 0.405 | 0.413 | 0.423 | ... | 0.475 | 0.467 | 0.459 | 0.454 | 0.458 | 0.459 | 0.458 | 0.466 | 0.470 | YEM |
| 190 | South Africa | 0.633 | 0.641 | 0.645 | 0.650 | 0.654 | 0.654 | 0.649 | 0.642 | 0.634 | ... | 0.722 | 0.722 | 0.726 | 0.732 | 0.742 | 0.724 | 0.721 | 0.737 | 0.741 | ZAF |
| 191 | Zambia | 0.422 | 0.416 | 0.414 | 0.417 | 0.413 | 0.413 | 0.415 | 0.418 | 0.418 | ... | 0.565 | 0.565 | 0.570 | 0.575 | 0.578 | 0.578 | 0.574 | 0.589 | 0.595 | ZMB |
| 192 | Zimbabwe | 0.500 | 0.502 | 0.487 | 0.483 | 0.482 | 0.477 | 0.472 | 0.472 | 0.467 | ... | 0.567 | 0.570 | 0.575 | 0.586 | 0.584 | 0.582 | 0.581 | 0.594 | 0.598 | ZWE |
193 rows × 36 columns
Countries with missing ISO3 codes:
[]
| country | 1800 | 1801 | 1802 | 1803 | 1804 | 1805 | 1806 | 1807 | 1808 | ... | 2042 | 2043 | 2044 | 2045 | 2046 | 2047 | 2048 | 2049 | 2050 | country_code | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | 30.5 | 30.5 | 30.5 | 30.5 | 30.5 | 30.5 | 30.5 | 30.5 | 30.5 | ... | 38.2 | 38.2 | 38.2 | 38.2 | 38.2 | 38.2 | 38.2 | 38.2 | 38.2 | AFG |
| 1 | Angola | 57.7 | 57.7 | 57.7 | 57.7 | 57.7 | 57.7 | 57.7 | 57.7 | 57.7 | ... | 52.0 | 52.0 | 52.0 | 52.0 | 52.0 | 52.0 | 52.0 | 52.0 | 52.0 | AGO |
| 2 | Albania | 39.9 | 39.9 | 39.9 | 39.9 | 39.9 | 39.9 | 39.9 | 39.9 | 39.9 | ... | 33.7 | 33.7 | 33.7 | 33.7 | 33.7 | 33.7 | 33.7 | 33.7 | 33.7 | ALB |
| 3 | Andorra | 42.5 | 42.5 | 42.5 | 42.5 | 42.5 | 42.5 | 42.5 | 42.5 | 42.5 | ... | 35.0 | 35.0 | 35.0 | 35.0 | 35.0 | 35.0 | 35.0 | 35.0 | 35.0 | AND |
| 4 | UAE | 39.8 | 39.8 | 39.8 | 39.8 | 39.8 | 39.8 | 39.8 | 39.7 | 39.7 | ... | 25.9 | 25.9 | 25.9 | 25.9 | 25.9 | 25.9 | 25.9 | 25.9 | 25.9 | UAE |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 192 | Samoa | 40.7 | 40.7 | 40.7 | 40.7 | 40.7 | 40.7 | 40.7 | 40.7 | 40.7 | ... | 38.7 | 38.7 | 38.7 | 38.7 | 38.7 | 38.7 | 38.7 | 38.7 | 38.7 | WSM |
| 193 | Yemen | 49.8 | 49.8 | 49.8 | 49.8 | 49.8 | 49.8 | 49.8 | 49.8 | 49.8 | ... | 37.4 | 37.4 | 37.4 | 37.4 | 37.4 | 37.4 | 37.4 | 37.4 | 37.4 | YEM |
| 194 | South Africa | 35.2 | 35.2 | 35.2 | 35.2 | 35.2 | 35.2 | 35.2 | 35.2 | 35.2 | ... | 63.9 | 63.9 | 63.9 | 63.9 | 63.9 | 63.9 | 63.9 | 63.9 | 63.9 | ZAF |
| 195 | Zambia | 52.1 | 52.1 | 52.1 | 52.1 | 52.1 | 52.1 | 52.1 | 52.1 | 52.1 | ... | 57.8 | 57.8 | 57.8 | 57.8 | 57.8 | 57.8 | 57.8 | 57.8 | 57.8 | ZMB |
| 196 | Zimbabwe | 27.3 | 27.3 | 27.3 | 27.3 | 27.3 | 27.3 | 27.3 | 27.3 | 27.3 | ... | 50.9 | 50.9 | 50.9 | 50.9 | 50.9 | 50.9 | 50.9 | 50.9 | 50.9 | ZWE |
197 rows × 253 columns
Countries with missing ISO3 codes:
[]
| country | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | country_code | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | 8.0 | 8.0 | 12.0 | 11.0 | 15.0 | 15.0 | 16.0 | 16.0 | 19.0 | 16.0 | 24.0 | 20.0 | AFG |
| 1 | Angola | 22.0 | 23.0 | 19.0 | 15.0 | 18.0 | 19.0 | 19.0 | 26.0 | 27.0 | 29.0 | 33.0 | 33.0 | AGO |
| 2 | Albania | 33.0 | 31.0 | 33.0 | 36.0 | 39.0 | 38.0 | 36.0 | 35.0 | 36.0 | 35.0 | 36.0 | 37.0 | ALB |
| 3 | UAE | 68.0 | 69.0 | 70.0 | 70.0 | 66.0 | 71.0 | 70.0 | 71.0 | 71.0 | 69.0 | 67.0 | 68.0 | ARE |
| 4 | Argentina | 35.0 | 34.0 | 34.0 | 32.0 | 36.0 | 39.0 | 40.0 | 45.0 | 42.0 | 38.0 | 38.0 | 37.0 | ARG |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 173 | Vanuatu | NaN | NaN | NaN | NaN | NaN | 43.0 | 46.0 | 46.0 | 43.0 | 45.0 | 48.0 | 48.0 | VUT |
| 174 | Yemen | 23.0 | 18.0 | 19.0 | 18.0 | 14.0 | 16.0 | 14.0 | 15.0 | 15.0 | 16.0 | 16.0 | 16.0 | YEM |
| 175 | South Africa | 43.0 | 42.0 | 44.0 | 44.0 | 45.0 | 43.0 | 43.0 | 44.0 | 44.0 | 44.0 | 43.0 | 41.0 | ZAF |
| 176 | Zambia | 37.0 | 38.0 | 38.0 | 38.0 | 38.0 | 37.0 | 35.0 | 34.0 | 33.0 | 33.0 | 33.0 | 37.0 | ZMB |
| 177 | Zimbabwe | 20.0 | 21.0 | 21.0 | 21.0 | 22.0 | 22.0 | 22.0 | 24.0 | 24.0 | 23.0 | 23.0 | 24.0 | ZWE |
178 rows × 14 columns
Countries with missing ISO3 codes:
[]
| country_code | country | happiness_2023 | |
|---|---|---|---|
| 0 | AFG | Afghanistan | 14.5 |
| 1 | AGO | Angola | NaN |
| 2 | ALB | Albania | 54.5 |
| 3 | ARE | UAE | 67.3 |
| 4 | ARG | Argentina | 63.9 |
| ... | ... | ... | ... |
| 159 | VNM | Vietnam | 63.3 |
| 160 | YEM | Yemen | 35.3 |
| 161 | ZAF | South Africa | 50.8 |
| 162 | ZMB | Zambia | 36.9 |
| 163 | ZWE | Zimbabwe | 35.7 |
164 rows × 3 columns
| country_code | country | happiness_2023 | gdp_2023 | |
|---|---|---|---|---|
| 0 | AFG | Afghanistan | 14.5 | 378 |
| 1 | AGO | Angola | NaN | 2330 |
| 2 | ALB | Albania | 54.5 | 5440 |
| 3 | ARE | UAE | 67.3 | 42.5k |
| 4 | ARG | Argentina | 63.9 | 12.9k |
| ... | ... | ... | ... | ... |
| 157 | VNM | Vietnam | 63.3 | 3780 |
| 158 | YEM | Yemen | 35.3 | 859 |
| 159 | ZAF | South Africa | 50.8 | 5750 |
| 160 | ZMB | Zambia | 36.9 | 1330 |
| 161 | ZWE | Zimbabwe | 35.7 | 1420 |
162 rows × 4 columns
| country_code | country | happiness_2023 | gdp_2023 | development_2023 | |
|---|---|---|---|---|---|
| 0 | AFG | Afghanistan | 14.5 | 378 | 0.496 |
| 1 | AGO | Angola | NaN | 2330 | 0.616 |
| 2 | ALB | Albania | 54.5 | 5440 | 0.810 |
| 3 | ARE | UAE | 67.3 | 42.5k | 0.865 |
| 4 | ARM | Armenia | 56.8 | 5200 | 0.811 |
| ... | ... | ... | ... | ... | ... |
| 155 | VNM | Vietnam | 63.3 | 3780 | 0.766 |
| 156 | YEM | Yemen | 35.3 | 859 | 0.470 |
| 157 | ZAF | South Africa | 50.8 | 5750 | 0.741 |
| 158 | ZMB | Zambia | 36.9 | 1330 | 0.595 |
| 159 | ZWE | Zimbabwe | 35.7 | 1420 | 0.598 |
160 rows × 5 columns
| country_code | country | happiness_2023 | gdp_2023 | development_2023 | gini_2023 | |
|---|---|---|---|---|---|---|
| 0 | AFG | Afghanistan | 14.5 | 378 | 0.496 | 39.9 |
| 1 | AGO | Angola | NaN | 2330 | 0.616 | 54.3 |
| 2 | ALB | Albania | 54.5 | 5440 | 0.810 | 35.4 |
| 3 | ARE | UAE | 67.3 | 42.5k | 0.865 | 45.8 |
| 4 | ARM | Armenia | 56.8 | 5200 | 0.811 | 32.1 |
| ... | ... | ... | ... | ... | ... | ... |
| 155 | VNM | Vietnam | 63.3 | 3780 | 0.766 | 37.7 |
| 156 | YEM | Yemen | 35.3 | 859 | 0.470 | 39.7 |
| 157 | ZAF | South Africa | 50.8 | 5750 | 0.741 | 66.2 |
| 158 | ZMB | Zambia | 36.9 | 1330 | 0.595 | 60.2 |
| 159 | ZWE | Zimbabwe | 35.7 | 1420 | 0.598 | 52.9 |
160 rows × 6 columns
| country_code | country | happiness_2023 | gdp_2023 | development_2023 | gini_2023 | corruption_2023 | |
|---|---|---|---|---|---|---|---|
| 0 | AFG | Afghanistan | 14.5 | 378 | 0.496 | 39.9 | 20.0 |
| 1 | AGO | Angola | NaN | 2330 | 0.616 | 54.3 | 33.0 |
| 2 | ALB | Albania | 54.5 | 5440 | 0.810 | 35.4 | 37.0 |
| 3 | ARE | UAE | 67.3 | 42.5k | 0.865 | 45.8 | 68.0 |
| 4 | ARM | Armenia | 56.8 | 5200 | 0.811 | 32.1 | 47.0 |
| ... | ... | ... | ... | ... | ... | ... | ... |
| 152 | VNM | Vietnam | 63.3 | 3780 | 0.766 | 37.7 | 41.0 |
| 153 | YEM | Yemen | 35.3 | 859 | 0.470 | 39.7 | 16.0 |
| 154 | ZAF | South Africa | 50.8 | 5750 | 0.741 | 66.2 | 41.0 |
| 155 | ZMB | Zambia | 36.9 | 1330 | 0.595 | 60.2 | 37.0 |
| 156 | ZWE | Zimbabwe | 35.7 | 1420 | 0.598 | 52.9 | 24.0 |
157 rows × 7 columns
| country_code | country | happiness_2023 | gdp_2023 | development_2023 | gini_2023 | corruption_2023 | |
|---|---|---|---|---|---|---|---|
| 0 | AFG | Afghanistan | 14.5 | 378.0 | 0.496 | 39.9 | 20.0 |
| 1 | AGO | Angola | NaN | 2330.0 | 0.616 | 54.3 | 33.0 |
| 2 | ALB | Albania | 54.5 | 5440.0 | 0.810 | 35.4 | 37.0 |
| 3 | ARE | UAE | 67.3 | 42500.0 | 0.865 | 45.8 | 68.0 |
| 4 | ARM | Armenia | 56.8 | 5200.0 | 0.811 | 32.1 | 47.0 |
| ... | ... | ... | ... | ... | ... | ... | ... |
| 152 | VNM | Vietnam | 63.3 | 3780.0 | 0.766 | 37.7 | 41.0 |
| 153 | YEM | Yemen | 35.3 | 859.0 | 0.470 | 39.7 | 16.0 |
| 154 | ZAF | South Africa | 50.8 | 5750.0 | 0.741 | 66.2 | 41.0 |
| 155 | ZMB | Zambia | 36.9 | 1330.0 | 0.595 | 60.2 | 37.0 |
| 156 | ZWE | Zimbabwe | 35.7 | 1420.0 | 0.598 | 52.9 | 24.0 |
157 rows × 7 columns
| country_code | country | happiness_2023 | gdp_2023 | development_2023 | gini_2023 | corruption_2023 | |
|---|---|---|---|---|---|---|---|
| 0 | AFG | Afghanistan | 14.5 | 378.0 | 0.496 | 39.9 | 20.0 |
| 1 | AGO | Angola | NaN | 2330.0 | 0.616 | 54.3 | 33.0 |
| 2 | ALB | Albania | 54.5 | 5440.0 | 0.810 | 35.4 | 37.0 |
| 3 | ARE | UAE | 67.3 | 42500.0 | 0.865 | 45.8 | 68.0 |
| 4 | ARM | Armenia | 56.8 | 5200.0 | 0.811 | 32.1 | 47.0 |
| ... | ... | ... | ... | ... | ... | ... | ... |
| 152 | VNM | Vietnam | 63.3 | 3780.0 | 0.766 | 37.7 | 41.0 |
| 153 | YEM | Yemen | 35.3 | 859.0 | 0.470 | 39.7 | 16.0 |
| 154 | ZAF | South Africa | 50.8 | 5750.0 | 0.741 | 66.2 | 41.0 |
| 155 | ZMB | Zambia | 36.9 | 1330.0 | 0.595 | 60.2 | 37.0 |
| 156 | ZWE | Zimbabwe | 35.7 | 1420.0 | 0.598 | 52.9 | 24.0 |
157 rows × 7 columns
| country_code | country | happiness_2023 | gdp_2023 | development_2023 | gini_2023 | corruption_2023 | |
|---|---|---|---|---|---|---|---|
| 0 | AFG | Afghanistan | 14.5 | 378.0 | 0.496 | 39.9 | 20.0 |
| 1 | AGO | Angola | NaN | 2330.0 | 0.616 | 54.3 | 33.0 |
| 2 | ALB | Albania | 54.5 | 5440.0 | 0.810 | 35.4 | 37.0 |
| 3 | ARE | UAE | 67.3 | 42500.0 | 0.865 | 45.8 | 68.0 |
| 4 | ARM | Armenia | 56.8 | 5200.0 | 0.811 | 32.1 | 47.0 |
| ... | ... | ... | ... | ... | ... | ... | ... |
| 152 | VNM | Vietnam | 63.3 | 3780.0 | 0.766 | 37.7 | 41.0 |
| 153 | YEM | Yemen | 35.3 | 859.0 | 0.470 | 39.7 | 16.0 |
| 154 | ZAF | South Africa | 50.8 | 5750.0 | 0.741 | 66.2 | 41.0 |
| 155 | ZMB | Zambia | 36.9 | 1330.0 | 0.595 | 60.2 | 37.0 |
| 156 | ZWE | Zimbabwe | 35.7 | 1420.0 | 0.598 | 52.9 | 24.0 |
157 rows × 7 columns
| country_code | country | happiness_2023 | gdp_2023 | development_2023 | gini_2023 | corruption_2023 | |
|---|---|---|---|---|---|---|---|
| 0 | AFG | Afghanistan | 14.5 | 378.0 | 0.496 | 39.9 | 20.0 |
| 2 | ALB | Albania | 54.5 | 5440.0 | 0.810 | 35.4 | 37.0 |
| 3 | ARE | UAE | 67.3 | 42500.0 | 0.865 | 45.8 | 68.0 |
| 4 | ARM | Armenia | 56.8 | 5200.0 | 0.811 | 32.1 | 47.0 |
| 5 | AUS | Australia | 70.3 | 61600.0 | 0.958 | 34.4 | 75.0 |
| ... | ... | ... | ... | ... | ... | ... | ... |
| 152 | VNM | Vietnam | 63.3 | 3780.0 | 0.766 | 37.7 | 41.0 |
| 153 | YEM | Yemen | 35.3 | 859.0 | 0.470 | 39.7 | 16.0 |
| 154 | ZAF | South Africa | 50.8 | 5750.0 | 0.741 | 66.2 | 41.0 |
| 155 | ZMB | Zambia | 36.9 | 1330.0 | 0.595 | 60.2 | 37.0 |
| 156 | ZWE | Zimbabwe | 35.7 | 1420.0 | 0.598 | 52.9 | 24.0 |
133 rows × 7 columns
| country_code | country | happiness_2023 | gdp_2023 | development_2023 | gini_2023 | corruption_2023 | |
|---|---|---|---|---|---|---|---|
| 46 | FIN | Finland | 77.0 | 45400.0 | 0.948 | 27.3 | 87.0 |
| 66 | ISL | Iceland | 75.6 | 59300.0 | 0.972 | 26.1 | 72.0 |
| 38 | DNK | Denmark | 75.0 | 61300.0 | 0.962 | 30.4 | 90.0 |
| 32 | CRI | Costa Rica | 73.8 | 14300.0 | 0.833 | 50.5 | 55.0 |
| 107 | NLD | Netherlands | 72.5 | 51300.0 | 0.955 | 30.5 | 79.0 |
| 127 | SLE | Sierra Leone | 34.7 | 1110.0 | 0.467 | 38.3 | 35.0 |
| 28 | COD | Congo, Dem. Rep. | 33.8 | 538.0 | 0.522 | 46.6 | 20.0 |
| 20 | BWA | Botswana | 33.3 | 7270.0 | 0.731 | 55.0 | 59.0 |
| 101 | MWI | Malawi | 32.7 | 557.0 | 0.517 | 47.7 | 34.0 |
| 0 | AFG | Afghanistan | 14.5 | 378.0 | 0.496 | 39.9 | 20.0 |